Data & IT
Advances in Metaheuristics for Hard Optimization
Patrick Siarry • Zbigniew Michalewicz
Inbunden
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Many advances have been made recently in metaheuristic methods, from theory to applications. The editors, both leading experts in this field, have assembled a team of researchers to contribute 21 chapters organized into parts on simulated annealing, tabu search, ant colony algorithms, general-purpose studies of evolutionary algorithms, applications of evolutionary algorithms, and various metaheuristics. The book gathers contributions related to the following topics: theoretical developments in metaheuristics; adaptation of discrete metaheuristics to continuous optimization; performance comparisons of metaheuristics; cooperative methods combining different approaches; parallel and distributed metaheuristics for multiobjective optimization; software implementations; and real-world applications. This book is suitable for practitioners, researchers and graduate students in disciplines such as optimization, heuristics, operations research, and natural computing.
- Illustratör: 78 schw-w Tabellen 177 schw-w Abb
- Format: Inbunden
- ISBN: 9783540729594
- Språk: Engelska
- Antal sidor: 481
- Utgivningsdatum: 2007-11-01
- Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K